Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques

Karima Makhlouf; Lobna Amouri; Nada Chaabane; Nahla El-Haggar

doi:10.1109/ICCIS49240.2020.9257698

Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques

Karima Makhlouf
, Lobna Amouri
, Nada Chaabane
, Nahla El-Haggar

Computing Department

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

13 Scopus citations

Abstract

One of the most popular guidelines used to write and evaluate the exam questions is Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the automation of exam question classification into BT. This paper gives a through overview of the standard approaches and techniques used in question classification (QC) into BT cognitive levels including the preprocessing, the dimensionality reduction, the classification and the evaluation stages. A comparison of some recent works related to the subject is also presented in this study.

Original language	English
Title of host publication	2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728154671
DOIs	https://doi.org/10.1109/ICCIS49240.2020.9257698
State	Published - 13 Oct 2020
Event	2nd International Conference on Computer and Information Sciences, ICCIS 2020 - Sakaka, Saudi Arabia Duration: 13 Oct 2020 → 15 Oct 2020

Publication series

Name	2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020

Conference

Conference	2nd International Conference on Computer and Information Sciences, ICCIS 2020
Country/Territory	Saudi Arabia
City	Sakaka
Period	13/10/20 → 15/10/20

Keywords

Bloom's Taxonomy (BT)
Dimensionality Reduction
Evaluation
NLP
Preprocessing
Question Classification (QC)

Access to Document

10.1109/ICCIS49240.2020.9257698

Cite this

Makhlouf, K., Amouri, L., Chaabane, N., & El-Haggar, N. (2020). Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques. In 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020 Article 9257698 (2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCIS49240.2020.9257698

Makhlouf, Karima ; Amouri, Lobna ; Chaabane, Nada et al. / Exam Questions Classification Based on Bloom's Taxonomy : Approaches and Techniques. 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020).

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title = "Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques",

abstract = "One of the most popular guidelines used to write and evaluate the exam questions is Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the automation of exam question classification into BT. This paper gives a through overview of the standard approaches and techniques used in question classification (QC) into BT cognitive levels including the preprocessing, the dimensionality reduction, the classification and the evaluation stages. A comparison of some recent works related to the subject is also presented in this study.",

keywords = "Bloom's Taxonomy (BT), Dimensionality Reduction, Evaluation, NLP, Preprocessing, Question Classification (QC)",

author = "Karima Makhlouf and Lobna Amouri and Nada Chaabane and Nahla El-Haggar",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2nd International Conference on Computer and Information Sciences, ICCIS 2020 ; Conference date: 13-10-2020 Through 15-10-2020",

year = "2020",

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day = "13",

doi = "10.1109/ICCIS49240.2020.9257698",

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Makhlouf, K, Amouri, L, Chaabane, N & El-Haggar, N 2020, Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques. in 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020., 9257698, 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020, Institute of Electrical and Electronics Engineers Inc., 2nd International Conference on Computer and Information Sciences, ICCIS 2020, Sakaka, Saudi Arabia, 13/10/20. https://doi.org/10.1109/ICCIS49240.2020.9257698

Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques. / Makhlouf, Karima; Amouri, Lobna; Chaabane, Nada et al.
2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020. Institute of Electrical and Electronics Engineers Inc., 2020. 9257698 (2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T2 - 2nd International Conference on Computer and Information Sciences, ICCIS 2020

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AU - Amouri, Lobna

AU - Chaabane, Nada

AU - El-Haggar, Nahla

PY - 2020/10/13

Y1 - 2020/10/13

N2 - One of the most popular guidelines used to write and evaluate the exam questions is Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the automation of exam question classification into BT. This paper gives a through overview of the standard approaches and techniques used in question classification (QC) into BT cognitive levels including the preprocessing, the dimensionality reduction, the classification and the evaluation stages. A comparison of some recent works related to the subject is also presented in this study.

AB - One of the most popular guidelines used to write and evaluate the exam questions is Bloom's Taxonomy (BT). Since the past recent years, many researchers have worked on the automation of exam question classification into BT. This paper gives a through overview of the standard approaches and techniques used in question classification (QC) into BT cognitive levels including the preprocessing, the dimensionality reduction, the classification and the evaluation stages. A comparison of some recent works related to the subject is also presented in this study.

KW - Bloom's Taxonomy (BT)

KW - Dimensionality Reduction

KW - Evaluation

KW - NLP

KW - Preprocessing

KW - Question Classification (QC)

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U2 - 10.1109/ICCIS49240.2020.9257698

DO - 10.1109/ICCIS49240.2020.9257698

M3 - Conference contribution

AN - SCOPUS:85097982491

T3 - 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020

BT - 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 13 October 2020 through 15 October 2020

ER -

Makhlouf K, Amouri L, Chaabane N, El-Haggar N. Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques. In 2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020. Institute of Electrical and Electronics Engineers Inc. 2020. 9257698. (2020 2nd International Conference on Computer and Information Sciences, ICCIS 2020). doi: 10.1109/ICCIS49240.2020.9257698

Exam Questions Classification Based on Bloom's Taxonomy: Approaches and Techniques

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Keywords

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